Rob Ragan

Offensive security researcher and AI agent architect. Founder of Starlog.

offensive securityAI agentspenetration testingred teamingapplication security

1135 articles

Rob Ragan is an offensive security researcher and AI agent architect who has spent two decades breaking into systems and building tools to automate the process. At Starlog, he curates expert deep-dives on the open-source tools reshaping offensive security and AI agent development.

// ARTICLES BY ROB RAGAN

Developer Tools

Booting a Virtual iPhone: Inside Apple's Leaked VPHONE Component

By Rob Ragan ★ 1.0k Swift Apr 2, 2026

AI Dev Tools

Building a Geopolitical Trading Bot with Satellite Data and Claude AI for $0/Month

By Rob Ragan ★ 17 Python Apr 2, 2026

AI Dev Tools

Building a Subconscious for Claude Code: Persistent Memory Through Background Agents

By Rob Ragan ★ 2.5k TypeScript Apr 2, 2026

AI Agents

Letta Code: Building a Coding Agent That Actually Remembers Your Last Conversation

By Rob Ragan ★ 2.1k TypeScript Apr 2, 2026

Developer Tools

CyberGym: Benchmarking AI Security Agents Against 10 Terabytes of Real CVEs

By Rob Ragan ★ 191 Python Apr 2, 2026

Developer Tools

Inside NVIDIA's AI Blueprint for Automated CVE Analysis: Multi-Agent RAG at Enterprise Scale

By Rob Ragan ★ 198 Jupyter Notebook Apr 2, 2026

Developer Tools

Bringing Alien's Nostromo Interface to Your Development Environment

By Rob Ragan ★ 202 Unknown Apr 2, 2026

Developer Tools

Progressive Disclosure: How pydantic-ai-skills Minimizes Token Waste in Agent Tool Systems

By Rob Ragan ★ 207 Python Apr 2, 2026

Developer Tools

Rob Ragan

// ARTICLES BY ROB RAGAN

Booting a Virtual iPhone: Inside Apple's Leaked VPHONE Component

Building a Geopolitical Trading Bot with Satellite Data and Claude AI for $0/Month

Building a Subconscious for Claude Code: Persistent Memory Through Background Agents

Letta Code: Building a Coding Agent That Actually Remembers Your Last Conversation

CyberGym: Benchmarking AI Security Agents Against 10 Terabytes of Real CVEs

Inside NVIDIA's AI Blueprint for Automated CVE Analysis: Multi-Agent RAG at Enterprise Scale

Bringing Alien's Nostromo Interface to Your Development Environment

Progressive Disclosure: How pydantic-ai-skills Minimizes Token Waste in Agent Tool Systems

Autono: Why Dynamic Action Generation Beats LLM Planning for Autonomous Agents

Awesome-AI-Hacking-Agents: Mapping the Frontier of Autonomous Security Testing

Perplexity Search: When Your Terminal Needs Real-Time Web Knowledge

LLMmap: Fingerprinting Language Models Through Behavioral Traces